LAPSE:2023.3386
Published Article
LAPSE:2023.3386
Avant-Garde Solar Plants with Artificial Intelligence and Moonlighting Capabilities as Smart Inverters in a Smart Grid
Shriram S. Rangarajan, Chandan Kumar Shiva, AVV Sudhakar, Umashankar Subramaniam, E. Randolph Collins, Tomonobu Senjyu
February 22, 2023
Abstract
Intelligent inverters have the capability to interact with the grid and supply supplemental services. Solar inverters designed for the future will have the ability to self-govern, self-adapt, self-secure, and self-heal themselves. Based on the available capacity, the ancillary service rendered by a solar inverter is referred to as moonlighting. Inverters that communicate with the grid but are autonomous can switch between the grid forming mode and the grid following control mode as well. Self-adaptive grid-interactive inverters can keep their dynamics stable with the assistance of adaptive controllers. Inverters that interact with the grid are also capable of self-adaptation Grid-interactive inverters may be vulnerable to hacking in situations in which they are forced to rely on their own self-security to determine whether malicious setpoints have been entered. To restate, an inverter can be referred to as a “smart inverter” when it is self-tolerant, self-healing, and provides ancillary services. The use of artificial intelligence in solar plants in addition to moon-lighting capabilities further paves the way for its flexibility in an environment containing a smart grid. This perspective paper presents the present as well as a more futuristic outlook of solar plants that utilize artificial intelligence while moonlighting advanced capabilities as smart inverters to form the core of a smart grid. For the first time, this perspective paper presents all the novel ancillary applications of a smart inverter while employing Artificial intelligence on smart inverters. The paper’s emphasis on the Artificial Intelligence associated with PV inverters further makes them smarter in addition to ancillary services.
Keywords
Artificial Intelligence, photovoltaic systems, smart grid, smart inverters
Suggested Citation
Rangarajan SS, Shiva CK, Sudhakar A, Subramaniam U, Collins ER, Senjyu T. Avant-Garde Solar Plants with Artificial Intelligence and Moonlighting Capabilities as Smart Inverters in a Smart Grid. (2023). LAPSE:2023.3386
Author Affiliations
Rangarajan SS: Department of Electrical and Electronics Engineering, Dayananda Sagar College of Engineering, Bengaluru 560078, Karnataka, India; Department of Electrical and Computer Engineering, Clemson University, Clemson, SC 29631, USA [ORCID]
Shiva CK: Department of Electrical and Electronics Engineering, SR University, Warangal 506371, Telangana, India
Sudhakar A: Department of Electrical and Electronics Engineering, SR University, Warangal 506371, Telangana, India
Subramaniam U: Renewable Energy Lab, Prince Sultan University, Riyadh 11586, Saudi Arabia [ORCID]
Collins ER: Department of Electrical and Computer Engineering, Clemson University, Clemson, SC 29631, USA; College of Engineering, Western Carolina University, Cullowhee, NC 28723, USA
Senjyu T: Department of Electrical and Electronics Engineering, University of the Ryukyus, Okinawa 903-0213, Japan [ORCID]
Journal Name
Energies
Volume
16
Issue
3
First Page
1112
Year
2023
Publication Date
2023-01-19
ISSN
1996-1073
Version Comments
Original Submission
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PII: en16031112, Publication Type: Journal Article
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LAPSE:2023.3386
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https://doi.org/10.3390/en16031112
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